How many alternatives to Cranium AI Card are available?

There are 19 alternatives to Cranium AI Card listed on CybersecTools, all within the MLSecOps category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.

Is Cranium AI Card free or commercial?

Cranium AI Card is a commercial MLSecOps tool. It requires a paid license or subscription. Both free and commercial alternatives are available for comparison.

What type of tool is Cranium AI Card?

Cranium AI Card is a MLSecOps tool within the broader AI Security category. It is used by security professionals for mlsecops capabilities and can be compared against 19 similar tools.

Every Cranium AI Card Alternative & Competitor in 2026

Top Cranium AI Card Alternatives and Competitors at a Glance

A closer look at the 8 most relevant alternatives and competitors to Cranium AI Card, including their key features and shared capabilities.

Cranium AI Governance Platform

Commercial

MLSecOps

AI governance platform for discovering, testing, and ensuring compliance of AI systems.

Key features: Shadow AI discovery via internal environment scanning (Detect AI™), Source code scanning for AI models, datasets, and packages (CodeSensor™), Cloud security monitoring for AI systems (CloudSensor™), AI agent visibility and detection (AgentSensor™), Auto-generated AI Bills of Materials (AI BOMs)

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Zendata AI Governance & Data Privacy

Commercial

MLSecOps

AI risk signal platform for data privacy and governance across apps and pipelines.

Key features: AI risk signal generation across application, data, and model surfaces, Pre-production AI data exposure analysis via code and pipeline scanning, Sensitive data classification and AI eligibility determination, Application data collection and sharing signal detection (websites and apps), Third-party SDK and integration risk identification

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Advai Platform

Commercial

MLSecOps

AI testing & monitoring platform for secure, compliant AI deployment.

Key features: AI model performance testing, AI security testing, AI safety evaluation, Robustness assessment, Auditability testing

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AIShield Guardian

Commercial

MLSecOps

Middleware guardrail securing LLM inputs/outputs for enterprise GenAI compliance.

Key features: LLM input and output scrutiny for policy enforcement, PII leak prevention in GenAI interactions, Intellectual property protection, Role-based policy mapping with keyword customization, Compatibility with any Large Language Model (LLM)

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Pebblo

Commercial

MLSecOps

AI security platform enforcing access control & governance for AI apps/agents.

Key features: Permissions-aware data connectors with classification for enterprise data sources (Safe Connectors), Role-appropriate and compliant data retrieval from vector databases (Safe Retriever), Secure MCP agent data access with identity and policy control, including prompt injection protection (Safe MCP), Sensitive data removal and prompt injection attack prevention (Safe Prompt), Policy-governed AI model/adapter routing for inference (Safe Inference/Safe Infer)

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Portal26

Commercial

MLSecOps

Enterprise platform for GenAI governance, security, risk mgmt & compliance.

Key features: Shadow AI Discovery - identifies unauthorized GenAI tools in use across the organization, GenAI Risk Management - assesses and manages risks from GenAI usage, GenAI Prompt Protection - protects against prompt-based threats and data leakage, GenAI Audit & Forensics - provides audit trails and forensic analysis of GenAI activity, GenAI Policy Management - enables creation and enforcement of GenAI usage policies

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JFrog ML

Commercial

MLSecOps

Platform for building, deploying, managing & monitoring AI/ML workflows & models

Key features: Model training and fine-tuning, Model deployment via API endpoints and Kafka streams, Real-time model monitoring and alerts, AI Catalog for model governance and discovery, Feature Store for data pipeline management

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AI Governance, Risk Management, and Compliance

Commercial

MLSecOps

AI governance, risk mgmt, and compliance platform for enterprise AI systems

Key features: Centralized AI governance and compliance management, Agentic observability with end-to-end visibility, AI guardrails for application protection, Trust models for in-environment evaluation, Bias mitigation for responsible AI

View AI Governance, Risk Management, and Compliance|AI Governance, Risk Management, and Compliance alternatives|Compare AI Governance, Risk Management, and Compliance

The most popular alternatives to Cranium AI Card include Cranium AI Governance Platform, Zendata AI Governance & Data Privacy, Advai Platform, AIShield Guardian, and Pebblo. These MLSecOps tools offer similar capabilities and are frequently compared by security professionals evaluating their options.

Every Cranium AI Card Alternative & Competitor in 2026

Cranium AI Card Alternatives and Competitors

Top Cranium AI Card Alternatives and Competitors at a Glance

All 19 Alternatives & Competitors to Cranium AI Card

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